Out-of-Distribution Detection Using Outlier Detection Methods

Jan Diers, Christian Pigorsch

Out-of-distribution detection (OOD) deals with anomalous input to neural networks. In the past, specialized methods have been proposed to reject predictions on anomalous input. Sim…